Multi-objective optimization on mechanical properties of glass-carbon and durian skin fiber reinforced poly(lactic acid) hybrid composites using the extreme mixture design response surface methodology
Source abstract
Abstract
This study aims to investigate the mechanical properties of glass-carbon fiber and durian skin fiber (DSF)-reinforced poly(lactic acid) (PLA), namely tensile strength, impact strength, and hardness of the hybrid composite. The mixture design response surface methodology was used to plan the experiments, and the response surface methodology (RSM) established mathematical relationships between the proportion of components and the desired responses. The fracture surface morphologies of the composites were qualitatively evaluated using scanning electron microscopy. Multi-objective optimization was performed to determine the optimal proportion of the components. The validation test results indicated that the actual values were in good agreement with the predicted values.
Source: openalex_inverted_index · Quality: baseline
Research context
OpenAlex topics: Natural Fiber Reinforced Composites · Mechanical Engineering and Vibrations Research · Additive Manufacturing and 3D Printing Technologies
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (47)
Show source-provided references
1. Throughthickness thermal conductivity enhancement and tensile response of carbon fiber-reinforced polymer composites10.1016/j.compositesb.2018.11.114 ↗
2. Reinforcements in multi-scale polymer composites: processing, properties, and applications10.1016/j.compositesb.2017.11.028 ↗
3. Impact behaviour of hybrid composites for structural applications: a review10.1016/j.compositesb.2017.09.008 ↗
4. Tribological and mechanical performance of sisal-filled waste carbon and glass fibre hybrid composites10.1016/j.compositesb.2017.12.039 ↗
5. Recommended flax fibre density values for composite property predictions10.1016/j.indcrop.2018.01.065 ↗
6. Mechanical property evaluation of sisaljuteglass fiber reinforced polyester composites10.1016/j.compositesb.2012.12.004 ↗
7. Tensile and interfacial properties of unidirectional flax/glass fiber reinforced hybrid composites10.1016/j.compscitech.2013.08.037 ↗
8. Optimisation of aqueous extraction of gum from durian (Durio zibethinus) seed: a potential, low cost source of hydrocolloid10.1016/j.foodchem.2011.11.099 ↗
9. Mechanical, thermal and morphological properties of durian skin fibre reinforced PLA biocomposites10.1016/j.matdes.2014.02.062 ↗
10. Optimizing the parameters in durian skin fiber reinforced polypropylene composites by response surface methodology10.1016/j.indcrop.2014.01.016 ↗
11. Enhancing the thermal conductivity of carbon fiber reinforced polymer composite laminates by coating highly oriented graphite films10.1016/j.matdes.2015.09.096 ↗
12. Effect of perlite particle contents on delamination toughness of S-glass fiber reinforced epoxy matrix composites10.1016/j.compositesb.2017.12.059 ↗
13. Green composites prepared from aliphatic polyesters and bast fibers10.1016/j.indcrop.2014.08.034 ↗
14. Manufacturing and characterization of sustainable hybrid composites using sisal and hemp fibres as reinforcement of poly (lactic acid) via injection moulding10.1016/j.indcrop.2019.05.040 ↗
15. Improvement on the properties of polylactic acid (PLA) using bamboo charcoal particles10.1016/j.compositesb.2015.05.048 ↗
16. Effect of kenaf fibre loading and thymol concentration on the mechanical and thermal properties of PLA/kenaf/thymol composites10.1016/j.indcrop.2014.06.032 ↗
17. Sustainable thermal insulation biocomposites from rice husk, wheat husk, wood fibers and textile waste fibers: Elaboration and performances evaluation10.1016/j.indcrop.2019.04.053 ↗
18. Twin-screw extrusion impact on natural fibre morphology and material properties in poly (lactic acid) based biocomposites10.1016/j.indcrop.2013.01.026 ↗
19. Compatibilization of highly sustainable polylactide/almond shell flour composites by reactive extrusion with maleinized linseed oil10.1016/j.indcrop.2017.10.062 ↗
20. Simplex-Centroid mixture design applied to arsenic (V) removal from waters using synthetic minerals
21. Mixture design of concrete using simplex centroid design method10.1016/j.cemconcomp.2018.03.001 ↗
22. Lawson · 2015
23. The optimal formulation of recycled polypropylene/rubberwood flour composites fromexperiments with mixture design10.1016/j.compositesb.2013.08.041 ↗
24. Design of experiments for bio-based composites with lignosulfonates matrix and corn cob fibers10.1016/j.indcrop.2018.07.019 ↗
25. Optimization of metakaolin-based geopolymer reinforced with sisal fibers using response surface methology10.1016/j.indcrop.2019.111551 ↗
26. Using response surface methodology for modeling and optimizing tensile and impact strength properties of fiber orientated quaternary hybrid nano composite10.1016/j.compositesb.2014.09.031 ↗
27. Predicting of mechanical properties of PP/LLDPE/TiO2 nano-composites by response surface methodology10.1016/j.compositesb.2015.08.075 ↗
28. Central composite design (CCD)-Response surface methodology (RSM) of effective electrospinning parameters on PVP-B-Hf hybrid nanofibrous composites for synthesis of HfB2-based composite nanofibers10.1016/j.compositesb.2019.01.094 ↗
29. 2017
30. 2014
31. Montgomery · 2013
32. 2010
33. 2008
34. B.F. Ryan, B.L. Joiner, J.D. Cryer, MINITAB handbook: update for release, 6th ed., Toronto: Brooks Cole; Massachusetts, 2010.
35. Multi-objective optimization on laser solder jet bonding process in head gimbal assembly using the response surface methodology10.1016/j.optlastec.2017.07.045 ↗
36. Evaluation of hybrid effect on the thermomechanical and mechanical properties of calcite/SGF/PP hybrid composites10.1016/j.compositesb.2017.12.021 ↗
37. Structure and interfacial shear strength of polypropylene glass fiber/carbon fiber hybrid composites fabricated by direct fiber feeding injection molding10.1016/j.compstruct.2017.11.037 ↗
38. Effects of surfactants on the preparation of nanocellulose-PLA composites10.3390/bioengineering4040091 ↗
39. Optimisation of mechanical properties of polyethylene terephthalate fibre/fly ash hybrid concrete composite
40. Modelling and multi-objective optimization of the fresh and mechanical properties of self-compacting high volume fly ash ECC (HVFA-ECC) using response surface methodology (RSM)
41. A study on influencing factors of optimum insulation thickness of exterior walls for rural traditional dwellings in northeast of Sichuan hills, China
42. The evaluation of calcium carbonate added and basalt fiber reinforced roller compacted high performance concrete for pavement
43. Optimization of rubber seed oil content as bio-oil rejuvenator and total water content for cold recycled asphalt mixtures using response surface methodology
44. Prediction and optimization of the fresh and hardened properties of concrete containing rice husk ash and glass fiber using response surface methodology
45. Mechanical and deformation properties of rubberized engineered cementitious composite (ECC)
46. Effect of physical properties of construction wastes based composite photocatalysts on the sulfur dioxide degradation: experimental investigation and mechanism analysis
47. Optimizing synthesis parameters of short carbon fiber reinforced polysulfonamide composites by using response surface methodology10.1016/j.polymertesting.2017.02.013 ↗